Overview

Dataset statistics

Number of variables28
Number of observations5043
Missing cells2698
Missing cells (%)1.9%
Duplicate rows45
Duplicate rows (%)0.9%
Total size in memory1.1 MiB
Average record size in memory224.0 B

Variable types

NUM16
CAT11
URL1

Reproduction

Analysis started2020-07-08 12:03:33.314855
Analysis finished2020-07-08 12:04:09.056801
Duration35.74 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

Dataset has 45 (0.9%) duplicate rows Duplicates
director_name has a high cardinality: 2398 distinct values High cardinality
actor_2_name has a high cardinality: 3032 distinct values High cardinality
genres has a high cardinality: 914 distinct values High cardinality
actor_1_name has a high cardinality: 2097 distinct values High cardinality
movie_title has a high cardinality: 4917 distinct values High cardinality
actor_3_name has a high cardinality: 3521 distinct values High cardinality
plot_keywords has a high cardinality: 4760 distinct values High cardinality
country has a high cardinality: 65 distinct values High cardinality
cast_total_facebook_likes is highly correlated with actor_1_facebook_likesHigh correlation
actor_1_facebook_likes is highly correlated with cast_total_facebook_likesHigh correlation
director_name has 104 (2.1%) missing values Missing
director_facebook_likes has 104 (2.1%) missing values Missing
gross has 884 (17.5%) missing values Missing
plot_keywords has 153 (3.0%) missing values Missing
content_rating has 303 (6.0%) missing values Missing
budget has 492 (9.8%) missing values Missing
title_year has 108 (2.1%) missing values Missing
aspect_ratio has 329 (6.5%) missing values Missing
budget is highly skewed (γ1 = 48.15743539) Skewed
movie_title is uniformly distributed Uniform
actor_3_name is uniformly distributed Uniform
plot_keywords is uniformly distributed Uniform
director_facebook_likes has 907 (18.0%) zeros Zeros
actor_3_facebook_likes has 89 (1.8%) zeros Zeros
facenumber_in_poster has 2152 (42.7%) zeros Zeros
actor_2_facebook_likes has 55 (1.1%) zeros Zeros
movie_facebook_likes has 2181 (43.2%) zeros Zeros

Variables

color
Categorical

Distinct count2
Unique (%)< 0.1%
Missing19
Missing (%)0.4%
Memory size39.4 KiB
Color
4815
Black and White
 
209
ValueCountFrequency (%) 
Color481595.5%
 
Black and White2094.1%
 
(Missing)190.4%
 

Length

Max length16
Median length5
Mean length5.44834424
Min length3

director_name
Categorical

HIGH CARDINALITY
MISSING

Distinct count2398
Unique (%)48.6%
Missing104
Missing (%)2.1%
Memory size39.4 KiB
Steven Spielberg
 
26
Woody Allen
 
22
Martin Scorsese
 
20
Clint Eastwood
 
20
Ridley Scott
 
17
Other values (2393)
4834
ValueCountFrequency (%) 
Steven Spielberg260.5%
 
Woody Allen220.4%
 
Martin Scorsese200.4%
 
Clint Eastwood200.4%
 
Ridley Scott170.3%
 
Tim Burton160.3%
 
Steven Soderbergh160.3%
 
Spike Lee160.3%
 
Renny Harlin150.3%
 
Oliver Stone140.3%
 
Other values (2388)475794.3%
 
(Missing)1042.1%
 

Length

Max length32
Median length13
Mean length12.87685901
Min length3

num_critic_for_reviews
Real number (ℝ≥0)

Distinct count528
Unique (%)10.6%
Missing50
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean140.1942719807731
Minimum1.0
Maximum813.0
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum1
5-th percentile9
Q150
median110
Q3195
95-th percentile387
Maximum813
Range812
Interquartile range (IQR)145

Descriptive statistics

Standard deviation121.6016754
Coefficient of variation (CV)0.8673797701
Kurtosis2.91341641
Mean140.194272
Median Absolute Deviation (MAD)68
Skewness1.5165327
Sum699990
Variance14786.96746
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1430.9%
 
9370.7%
 
5360.7%
 
10350.7%
 
8350.7%
 
12340.7%
 
81330.7%
 
16330.7%
 
43310.6%
 
29300.6%
 
Other values (518)464692.1%
 
(Missing)501.0%
 
ValueCountFrequency (%) 
1430.9%
 
2260.5%
 
3240.5%
 
4290.6%
 
5360.7%
 
ValueCountFrequency (%) 
8131< 0.1%
 
7751< 0.1%
 
7651< 0.1%
 
7502< 0.1%
 
7391< 0.1%
 

duration
Real number (ℝ≥0)

Distinct count191
Unique (%)3.8%
Missing15
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean107.2010739856802
Minimum7.0
Maximum511.0
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum7
5-th percentile81
Q193
median103
Q3118
95-th percentile146
Maximum511
Range504
Interquartile range (IQR)25

Descriptive statistics

Standard deviation25.19744081
Coefficient of variation (CV)0.235048399
Kurtosis22.56579716
Mean107.201074
Median Absolute Deviation (MAD)12
Skewness2.339134041
Sum539007
Variance634.9110233
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
901613.2%
 
1001412.8%
 
1011392.8%
 
981352.7%
 
971312.6%
 
931292.6%
 
951242.5%
 
991242.5%
 
941242.5%
 
961132.2%
 
Other values (181)370773.5%
 
ValueCountFrequency (%) 
72< 0.1%
 
111< 0.1%
 
141< 0.1%
 
201< 0.1%
 
2270.1%
 
ValueCountFrequency (%) 
5111< 0.1%
 
3341< 0.1%
 
3301< 0.1%
 
3251< 0.1%
 
3001< 0.1%
 

director_facebook_likes
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count435
Unique (%)8.8%
Missing104
Missing (%)2.1%
Infinite0
Infinite (%)0.0%
Mean686.5092123911724
Minimum0.0
Maximum23000.0
Zeros907
Zeros (%)18.0%
Memory size39.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q17
median49
Q3194.5
95-th percentile973
Maximum23000
Range23000
Interquartile range (IQR)187.5

Descriptive statistics

Standard deviation2813.328607
Coefficient of variation (CV)4.098020181
Kurtosis27.25628935
Mean686.5092124
Median Absolute Deviation (MAD)49
Skewness5.22970117
Sum3390669
Variance7914817.85
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
090718.0%
 
3701.4%
 
6661.3%
 
7641.3%
 
2631.2%
 
4601.2%
 
11591.2%
 
10531.1%
 
8521.0%
 
5521.0%
 
Other values (425)349369.3%
 
(Missing)1042.1%
 
ValueCountFrequency (%) 
090718.0%
 
2631.2%
 
3701.4%
 
4601.2%
 
5521.0%
 
ValueCountFrequency (%) 
230001< 0.1%
 
2200080.2%
 
21000100.2%
 
200001< 0.1%
 
1800040.1%
 

actor_3_facebook_likes
Real number (ℝ≥0)

ZEROS

Distinct count906
Unique (%)18.0%
Missing23
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean645.0097609561753
Minimum0.0
Maximum23000.0
Zeros89
Zeros (%)1.8%
Memory size39.4 KiB

Quantile statistics

Minimum0
5-th percentile10
Q1133
median371.5
Q3636
95-th percentile1000
Maximum23000
Range23000
Interquartile range (IQR)503

Descriptive statistics

Standard deviation1665.041728
Coefficient of variation (CV)2.581420979
Kurtosis60.56388811
Mean645.009761
Median Absolute Deviation (MAD)248.5
Skewness7.279020793
Sum3237949
Variance2772363.957
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10001262.5%
 
0891.8%
 
11000290.6%
 
3280.6%
 
2000270.5%
 
3000260.5%
 
826220.4%
 
2210.4%
 
4210.4%
 
7210.4%
 
Other values (896)461091.4%
 
(Missing)230.5%
 
ValueCountFrequency (%) 
0891.8%
 
2210.4%
 
3280.6%
 
4210.4%
 
5180.4%
 
ValueCountFrequency (%) 
230002< 0.1%
 
200001< 0.1%
 
1900050.1%
 
170001< 0.1%
 
1600030.1%
 

actor_2_name
Categorical

HIGH CARDINALITY

Distinct count3032
Unique (%)60.3%
Missing13
Missing (%)0.3%
Memory size39.4 KiB
Morgan Freeman
 
20
Charlize Theron
 
15
Brad Pitt
 
14
Meryl Streep
 
11
James Franco
 
11
Other values (3027)
4959
ValueCountFrequency (%) 
Morgan Freeman200.4%
 
Charlize Theron150.3%
 
Brad Pitt140.3%
 
Meryl Streep110.2%
 
James Franco110.2%
 
Adam Sandler100.2%
 
Jason Flemyng100.2%
 
Thomas Kretschmann90.2%
 
Will Ferrell90.2%
 
Steve Buscemi90.2%
 
Other values (3022)491297.4%
 
(Missing)130.3%
 

Length

Max length28
Median length13
Mean length13.0483839
Min length3

actor_1_facebook_likes
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count878
Unique (%)17.4%
Missing7
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean6560.04706115965
Minimum0.0
Maximum640000.0
Zeros26
Zeros (%)0.5%
Memory size39.4 KiB

Quantile statistics

Minimum0
5-th percentile95.5
Q1614
median988
Q311000
95-th percentile24000
Maximum640000
Range640000
Interquartile range (IQR)10386

Descriptive statistics

Standard deviation15020.75912
Coefficient of variation (CV)2.289733439
Kurtosis683.5473559
Mean6560.047061
Median Absolute Deviation (MAD)752.5
Skewness19.12177638
Sum33036397
Variance225623204.5
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10004498.9%
 
110002114.2%
 
20001973.9%
 
30001553.1%
 
120001352.7%
 
130001272.5%
 
140001232.4%
 
100001122.2%
 
180001092.2%
 
22000821.6%
 
Other values (868)333666.2%
 
ValueCountFrequency (%) 
0260.5%
 
280.2%
 
340.1%
 
42< 0.1%
 
570.1%
 
ValueCountFrequency (%) 
6400001< 0.1%
 
26000030.1%
 
1640002< 0.1%
 
1370002< 0.1%
 
8700080.2%
 

gross
Real number (ℝ≥0)

MISSING

Distinct count4035
Unique (%)97.0%
Missing884
Missing (%)17.5%
Infinite0
Infinite (%)0.0%
Mean48468407.52680933
Minimum162.0
Maximum760505847.0
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum162
5-th percentile99034
Q15340987.5
median25517500
Q362309437.5
95-th percentile180029729.4
Maximum760505847
Range760505685
Interquartile range (IQR)56968450

Descriptive statistics

Standard deviation68452990.44
Coefficient of variation (CV)1.412321839
Kurtosis14.86886885
Mean48468407.53
Median Absolute Deviation (MAD)23241132
Skewness3.127203838
Sum2.015801069e+11
Variance4.6858119e+15
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14451231030.1%
 
577351930.1%
 
17734367530.1%
 
3496481830.1%
 
4700000030.1%
 
21805126030.1%
 
300000030.1%
 
800000030.1%
 
8000002< 0.1%
 
224944872< 0.1%
 
Other values (4025)413181.9%
 
(Missing)88417.5%
 
ValueCountFrequency (%) 
1621< 0.1%
 
7031< 0.1%
 
7211< 0.1%
 
7281< 0.1%
 
8281< 0.1%
 
ValueCountFrequency (%) 
7605058471< 0.1%
 
6586723021< 0.1%
 
6521772711< 0.1%
 
6232795472< 0.1%
 
5333160611< 0.1%
 

genres
Categorical

HIGH CARDINALITY

Distinct count914
Unique (%)18.1%
Missing0
Missing (%)0.0%
Memory size39.4 KiB
Drama
 
236
Comedy
 
209
Comedy|Drama
 
191
Comedy|Drama|Romance
 
187
Comedy|Romance
 
158
Other values (909)
4062
ValueCountFrequency (%) 
Drama2364.7%
 
Comedy2094.1%
 
Comedy|Drama1913.8%
 
Comedy|Drama|Romance1873.7%
 
Comedy|Romance1583.1%
 
Drama|Romance1523.0%
 
Crime|Drama|Thriller1012.0%
 
Horror711.4%
 
Action|Crime|Drama|Thriller681.3%
 
Action|Crime|Thriller651.3%
 
Other values (904)360571.5%
 

Length

Max length64
Median length20
Mean length20.31310728
Min length5

actor_1_name
Categorical

HIGH CARDINALITY

Distinct count2097
Unique (%)41.6%
Missing7
Missing (%)0.1%
Memory size39.4 KiB
Robert De Niro
 
49
Johnny Depp
 
41
Nicolas Cage
 
33
J.K. Simmons
 
31
Matt Damon
 
30
Other values (2092)
4852
ValueCountFrequency (%) 
Robert De Niro491.0%
 
Johnny Depp410.8%
 
Nicolas Cage330.7%
 
J.K. Simmons310.6%
 
Matt Damon300.6%
 
Denzel Washington300.6%
 
Bruce Willis300.6%
 
Liam Neeson290.6%
 
Harrison Ford270.5%
 
Steve Buscemi270.5%
 
Other values (2087)470993.4%
 

Length

Max length27
Median length13
Mean length13.1782669
Min length3

movie_title
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count4917
Unique (%)97.5%
Missing0
Missing (%)0.0%
Memory size39.4 KiB
Pan 
 
3
King Kong 
 
3
Victor Frankenstein 
 
3
The Fast and the Furious 
 
3
Home 
 
3
Other values (4912)
5028
ValueCountFrequency (%) 
Pan 30.1%
 
King Kong 30.1%
 
Victor Frankenstein 30.1%
 
The Fast and the Furious 30.1%
 
Home 30.1%
 
Ben-Hur 30.1%
 
Halloween 30.1%
 
Trance 2< 0.1%
 
Crossroads 2< 0.1%
 
First Blood 2< 0.1%
 
Other values (4907)501699.5%
 

Length

Max length87
Median length15
Mean length16.54967281
Min length2

num_voted_users
Real number (ℝ≥0)

Distinct count4826
Unique (%)95.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean83668.16081697402
Minimum5
Maximum1689764
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum5
5-th percentile514.6
Q18593.5
median34359
Q396309
95-th percentile332254.9
Maximum1689764
Range1689759
Interquartile range (IQR)87715.5

Descriptive statistics

Standard deviation138485.2568
Coefficient of variation (CV)1.655172714
Kurtosis24.44552017
Mean83668.16082
Median Absolute Deviation (MAD)30816
Skewness4.029871144
Sum421938535
Variance1.917816635e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5750.1%
 
640.1%
 
602530.1%
 
37430.1%
 
5330.1%
 
311930.1%
 
6230.1%
 
16230.1%
 
254130.1%
 
830.1%
 
Other values (4816)501099.3%
 
ValueCountFrequency (%) 
52< 0.1%
 
640.1%
 
72< 0.1%
 
830.1%
 
101< 0.1%
 
ValueCountFrequency (%) 
16897641< 0.1%
 
16761691< 0.1%
 
14682001< 0.1%
 
13474611< 0.1%
 
13246801< 0.1%
 

cast_total_facebook_likes
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count3978
Unique (%)78.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9699.06385088241
Minimum0
Maximum656730
Zeros33
Zeros (%)0.7%
Memory size39.4 KiB

Quantile statistics

Minimum0
5-th percentile179
Q11411
median3090
Q313756.5
95-th percentile36927.7
Maximum656730
Range656730
Interquartile range (IQR)12345.5

Descriptive statistics

Standard deviation18163.79912
Coefficient of variation (CV)1.872737349
Kurtosis361.2551153
Mean9699.063851
Median Absolute Deviation (MAD)2302
Skewness12.83192773
Sum48912379
Variance329923598.6
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0330.7%
 
570.1%
 
202060.1%
 
260.1%
 
104450.1%
 
67350.1%
 
2950.1%
 
232140.1%
 
155440.1%
 
64640.1%
 
Other values (3968)496498.4%
 
ValueCountFrequency (%) 
0330.7%
 
260.1%
 
31< 0.1%
 
42< 0.1%
 
570.1%
 
ValueCountFrequency (%) 
6567301< 0.1%
 
3037171< 0.1%
 
2839391< 0.1%
 
2635841< 0.1%
 
2618181< 0.1%
 

actor_3_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count3521
Unique (%)70.1%
Missing23
Missing (%)0.5%
Memory size39.4 KiB
Ben Mendelsohn
 
8
Steve Coogan
 
8
John Heard
 
8
Robert Duvall
 
7
Jon Gries
 
7
Other values (3516)
4982
ValueCountFrequency (%) 
Ben Mendelsohn80.2%
 
Steve Coogan80.2%
 
John Heard80.2%
 
Robert Duvall70.1%
 
Jon Gries70.1%
 
Lois Maxwell70.1%
 
Anne Hathaway70.1%
 
Stephen Root70.1%
 
Kirsten Dunst70.1%
 
Sam Shepard70.1%
 
Other values (3511)494798.1%
 
(Missing)230.5%
 

Length

Max length29
Median length13
Mean length13.03628792
Min length3

facenumber_in_poster
Real number (ℝ≥0)

ZEROS

Distinct count19
Unique (%)0.4%
Missing13
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean1.3711729622266402
Minimum0.0
Maximum43.0
Zeros2152
Zeros (%)42.7%
Memory size39.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile5
Maximum43
Range43
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.01357592
Coefficient of variation (CV)1.468506144
Kurtosis52.03373533
Mean1.371172962
Median Absolute Deviation (MAD)1
Skewness4.384765939
Sum6897
Variance4.054487986
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0215242.7%
 
1125124.8%
 
271614.2%
 
33807.5%
 
42074.1%
 
51142.3%
 
6761.5%
 
7481.0%
 
8370.7%
 
9180.4%
 
Other values (9)310.6%
 
(Missing)130.3%
 
ValueCountFrequency (%) 
0215242.7%
 
1125124.8%
 
271614.2%
 
33807.5%
 
42074.1%
 
ValueCountFrequency (%) 
431< 0.1%
 
311< 0.1%
 
191< 0.1%
 
1560.1%
 
141< 0.1%
 

plot_keywords
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct count4760
Unique (%)97.3%
Missing153
Missing (%)3.0%
Memory size39.4 KiB
based on novel
 
4
alien friendship|alien invasion|australia|flying car|mother daughter relationship
 
3
halloween|masked killer|michael myers|slasher|trick or treat
 
3
eighteen wheeler|illegal street racing|truck|trucker|undercover cop
 
3
one word title
 
3
Other values (4755)
4874
ValueCountFrequency (%) 
based on novel40.1%
 
alien friendship|alien invasion|australia|flying car|mother daughter relationship30.1%
 
halloween|masked killer|michael myers|slasher|trick or treat30.1%
 
eighteen wheeler|illegal street racing|truck|trucker|undercover cop30.1%
 
one word title30.1%
 
1940s|child hero|fantasy world|orphan|reference to peter pan30.1%
 
assistant|experiment|frankenstein|medical student|scientist30.1%
 
animal name in title|ape abducts a woman|gorilla|island|king kong30.1%
 
18 wheeler|mutant|ninja|sewer|turtle2< 0.1%
 
cat|cat people|leopard|love|slip the undergarment2< 0.1%
 
Other values (4750)486196.4%
 
(Missing)1533.0%
 

Length

Max length149
Median length49
Mean length50.93337299
Min length2
Distinct count4919
Unique (%)97.5%
Missing0
Missing (%)0.0%
Memory size39.4 KiB
http://www.imdb.com/title/tt0360717/?ref_=fn_tt_tt_1
 
3
http://www.imdb.com/title/tt3332064/?ref_=fn_tt_tt_1
 
3
http://www.imdb.com/title/tt0077651/?ref_=fn_tt_tt_1
 
3
http://www.imdb.com/title/tt2224026/?ref_=fn_tt_tt_1
 
3
http://www.imdb.com/title/tt0232500/?ref_=fn_tt_tt_1
 
3
Other values (4914)
5028
ValueCountFrequency (%) 
http://www.imdb.com/title/tt0360717/?ref_=fn_tt_tt_130.1%
 
http://www.imdb.com/title/tt3332064/?ref_=fn_tt_tt_130.1%
 
http://www.imdb.com/title/tt0077651/?ref_=fn_tt_tt_130.1%
 
http://www.imdb.com/title/tt2224026/?ref_=fn_tt_tt_130.1%
 
http://www.imdb.com/title/tt0232500/?ref_=fn_tt_tt_130.1%
 
http://www.imdb.com/title/tt1976009/?ref_=fn_tt_tt_130.1%
 
http://www.imdb.com/title/tt2638144/?ref_=fn_tt_tt_130.1%
 
http://www.imdb.com/title/tt0092337/?ref_=fn_tt_tt_12< 0.1%
 
http://www.imdb.com/title/tt0445922/?ref_=fn_tt_tt_12< 0.1%
 
http://www.imdb.com/title/tt0046672/?ref_=fn_tt_tt_12< 0.1%
 
Other values (4909)501699.5%
 
ValueCountFrequency (%) 
http5043100.0%
 
ValueCountFrequency (%) 
www.imdb.com5043100.0%
 
ValueCountFrequency (%) 
/title/tt1976009/30.1%
 
/title/tt2638144/30.1%
 
/title/tt2224026/30.1%
 
/title/tt0232500/30.1%
 
/title/tt3332064/30.1%
 
/title/tt0077651/30.1%
 
/title/tt0360717/30.1%
 
/title/tt0467406/2< 0.1%
 
/title/tt0116477/2< 0.1%
 
/title/tt0264935/2< 0.1%
 
Other values (4909)501699.5%
 
ValueCountFrequency (%) 
ref_=fn_tt_tt_15043100.0%
 
ValueCountFrequency (%) 
5043100.0%
 

num_user_for_reviews
Real number (ℝ≥0)

Distinct count954
Unique (%)19.0%
Missing21
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean272.77080844285143
Minimum1.0
Maximum5060.0
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum1
5-th percentile10
Q165
median156
Q3326
95-th percentile907.8
Maximum5060
Range5059
Interquartile range (IQR)261

Descriptive statistics

Standard deviation377.9828856
Coefficient of variation (CV)1.385716044
Kurtosis26.43829739
Mean272.7708084
Median Absolute Deviation (MAD)113
Skewness4.121475159
Sum1369855
Variance142871.0618
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1511.0%
 
3330.7%
 
26320.6%
 
2320.6%
 
10290.6%
 
6280.6%
 
50260.5%
 
32250.5%
 
8250.5%
 
31240.5%
 
Other values (944)471793.5%
 
ValueCountFrequency (%) 
1511.0%
 
2320.6%
 
3330.7%
 
4230.5%
 
5190.4%
 
ValueCountFrequency (%) 
50601< 0.1%
 
46671< 0.1%
 
41441< 0.1%
 
36461< 0.1%
 
35971< 0.1%
 

language
Categorical

Distinct count47
Unique (%)0.9%
Missing12
Missing (%)0.2%
Memory size39.4 KiB
English
4704
French
 
73
Spanish
 
40
Hindi
 
28
Mandarin
 
26
Other values (42)
 
160
ValueCountFrequency (%) 
English470493.3%
 
French731.4%
 
Spanish400.8%
 
Hindi280.6%
 
Mandarin260.5%
 
German190.4%
 
Japanese180.4%
 
Italian110.2%
 
Cantonese110.2%
 
Russian110.2%
 
Other values (37)901.8%
 
(Missing)120.2%
 

Length

Max length10
Median length7
Mean length6.971247273
Min length3

country
Categorical

HIGH CARDINALITY

Distinct count65
Unique (%)1.3%
Missing5
Missing (%)0.1%
Memory size39.4 KiB
USA
3807
UK
 
448
France
 
154
Canada
 
126
Germany
 
97
Other values (60)
 
406
ValueCountFrequency (%) 
USA380775.5%
 
UK4488.9%
 
France1543.1%
 
Canada1262.5%
 
Germany971.9%
 
Australia551.1%
 
India340.7%
 
Spain330.7%
 
China300.6%
 
Japan230.5%
 
Other values (55)2314.6%
 

Length

Max length20
Median length3
Mean length3.488796351
Min length2

content_rating
Categorical

MISSING

Distinct count18
Unique (%)0.4%
Missing303
Missing (%)6.0%
Memory size39.4 KiB
R
2118
PG-13
1461
PG
701
Not Rated
 
116
G
 
112
Other values (13)
 
232
ValueCountFrequency (%) 
R211842.0%
 
PG-13146129.0%
 
PG70113.9%
 
Not Rated1162.3%
 
G1122.2%
 
Unrated621.2%
 
Approved551.1%
 
TV-14300.6%
 
TV-MA200.4%
 
X130.3%
 
Other values (8)521.0%
 
(Missing)3036.0%
 

Length

Max length9
Median length2
Mean length2.825104105
Min length1

budget
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count439
Unique (%)9.6%
Missing492
Missing (%)9.8%
Infinite0
Infinite (%)0.0%
Mean39752620.436387606
Minimum218.0
Maximum12215500000.0
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum218
5-th percentile500000
Q16000000
median20000000
Q345000000
95-th percentile130000000
Maximum1.22155e+10
Range1.221549978e+10
Interquartile range (IQR)39000000

Descriptive statistics

Standard deviation206114898.4
Coefficient of variation (CV)5.184938658
Kurtosis2724.257433
Mean39752620.44
Median Absolute Deviation (MAD)16000000
Skewness48.15743539
Sum1.809141756e+11
Variance4.248335136e+16
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200000001743.5%
 
150000001432.8%
 
250000001422.8%
 
300000001412.8%
 
100000001352.7%
 
400000001312.6%
 
350000001202.4%
 
50000001112.2%
 
500000001012.0%
 
60000000921.8%
 
Other values (429)326164.7%
 
(Missing)4929.8%
 
ValueCountFrequency (%) 
2181< 0.1%
 
11001< 0.1%
 
14001< 0.1%
 
32501< 0.1%
 
45001< 0.1%
 
ValueCountFrequency (%) 
1.22155e+101< 0.1%
 
42000000001< 0.1%
 
25000000001< 0.1%
 
24000000001< 0.1%
 
21275198981< 0.1%
 

title_year
Real number (ℝ≥0)

MISSING

Distinct count91
Unique (%)1.8%
Missing108
Missing (%)2.1%
Infinite0
Infinite (%)0.0%
Mean2002.4705167173252
Minimum1916.0
Maximum2016.0
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum1916
5-th percentile1979
Q11999
median2005
Q32011
95-th percentile2015
Maximum2016
Range100
Interquartile range (IQR)12

Descriptive statistics

Standard deviation12.47459892
Coefficient of variation (CV)0.006229604289
Kurtosis7.439212616
Mean2002.470517
Median Absolute Deviation (MAD)6
Skewness-2.29227335
Sum9882192
Variance155.6156182
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20092605.2%
 
20142525.0%
 
20062394.7%
 
20132374.7%
 
20102304.6%
 
20152264.5%
 
20082254.5%
 
20112254.5%
 
20052214.4%
 
20122214.4%
 
Other values (81)259951.5%
 
ValueCountFrequency (%) 
19161< 0.1%
 
19201< 0.1%
 
19251< 0.1%
 
19271< 0.1%
 
19292< 0.1%
 
ValueCountFrequency (%) 
20161062.1%
 
20152264.5%
 
20142525.0%
 
20132374.7%
 
20122214.4%
 

actor_2_facebook_likes
Real number (ℝ≥0)

ZEROS

Distinct count917
Unique (%)18.2%
Missing13
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean1651.7544731610337
Minimum0.0
Maximum137000.0
Zeros55
Zeros (%)1.1%
Memory size39.4 KiB

Quantile statistics

Minimum0
5-th percentile26
Q1281
median595
Q3918
95-th percentile11000
Maximum137000
Range137000
Interquartile range (IQR)637

Descriptive statistics

Standard deviation4042.438863
Coefficient of variation (CV)2.447360627
Kurtosis256.7951889
Mean1651.754473
Median Absolute Deviation (MAD)317
Skewness9.884733179
Sum8308325
Variance16341311.96
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10003096.1%
 
110001112.2%
 
20001002.0%
 
3000761.5%
 
0551.1%
 
10000470.9%
 
14000410.8%
 
13000400.8%
 
826370.7%
 
4000340.7%
 
Other values (907)418082.9%
 
ValueCountFrequency (%) 
0551.1%
 
2140.3%
 
3140.3%
 
4120.2%
 
5100.2%
 
ValueCountFrequency (%) 
1370001< 0.1%
 
290001< 0.1%
 
270002< 0.1%
 
2500030.1%
 
2300060.1%
 

imdb_score
Real number (ℝ≥0)

Distinct count78
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.442137616498116
Minimum1.6
Maximum9.5
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum1.6
5-th percentile4.4
Q15.8
median6.6
Q37.2
95-th percentile8.09
Maximum9.5
Range7.9
Interquartile range (IQR)1.4

Descriptive statistics

Standard deviation1.125115866
Coefficient of variation (CV)0.1746494615
Kurtosis0.9356915064
Mean6.442137616
Median Absolute Deviation (MAD)0.7
Skewness-0.7414713363
Sum32487.7
Variance1.265885711
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6.72234.4%
 
6.62014.0%
 
7.21953.9%
 
6.51863.7%
 
6.41853.7%
 
7.31843.6%
 
71843.6%
 
7.11813.6%
 
6.81813.6%
 
6.11793.5%
 
Other values (68)314462.3%
 
ValueCountFrequency (%) 
1.61< 0.1%
 
1.71< 0.1%
 
1.930.1%
 
22< 0.1%
 
2.130.1%
 
ValueCountFrequency (%) 
9.51< 0.1%
 
9.31< 0.1%
 
9.21< 0.1%
 
9.130.1%
 
930.1%
 

aspect_ratio
Real number (ℝ≥0)

MISSING

Distinct count22
Unique (%)0.5%
Missing329
Missing (%)6.5%
Infinite0
Infinite (%)0.0%
Mean2.2204030547305895
Minimum1.18
Maximum16.0
Zeros0
Zeros (%)0.0%
Memory size39.4 KiB

Quantile statistics

Minimum1.18
5-th percentile1.66
Q11.85
median2.35
Q32.35
95-th percentile2.35
Maximum16
Range14.82
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation1.385112535
Coefficient of variation (CV)0.6238113087
Kurtosis90.65322055
Mean2.220403055
Median Absolute Deviation (MAD)0
Skewness9.390056312
Sum10466.98
Variance1.918536735
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.35236046.8%
 
1.85190637.8%
 
1.781102.2%
 
1.371002.0%
 
1.33681.3%
 
1.66641.3%
 
16450.9%
 
2.2150.3%
 
2.39150.3%
 
470.1%
 
Other values (12)240.5%
 
(Missing)3296.5%
 
ValueCountFrequency (%) 
1.181< 0.1%
 
1.21< 0.1%
 
1.33681.3%
 
1.371002.0%
 
1.441< 0.1%
 
ValueCountFrequency (%) 
16450.9%
 
470.1%
 
2.7630.1%
 
2.552< 0.1%
 
2.430.1%
 

movie_facebook_likes
Real number (ℝ≥0)

ZEROS

Distinct count876
Unique (%)17.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7525.9645052548085
Minimum0
Maximum349000
Zeros2181
Zeros (%)43.2%
Memory size39.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median166
Q33000
95-th percentile40000
Maximum349000
Range349000
Interquartile range (IQR)3000

Descriptive statistics

Standard deviation19320.44511
Coefficient of variation (CV)2.567171968
Kurtosis41.33443692
Mean7525.964505
Median Absolute Deviation (MAD)166
Skewness5.05892689
Sum37953439
Variance373279599.2
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0218143.2%
 
10001092.2%
 
11000831.6%
 
10000811.6%
 
12000621.2%
 
13000581.2%
 
2000561.1%
 
15000531.1%
 
14000501.0%
 
16000470.9%
 
Other values (866)226344.9%
 
ValueCountFrequency (%) 
0218143.2%
 
22< 0.1%
 
31< 0.1%
 
450.1%
 
52< 0.1%
 
ValueCountFrequency (%) 
3490001< 0.1%
 
1990001< 0.1%
 
1970001< 0.1%
 
1910001< 0.1%
 
1900001< 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

colordirector_namenum_critic_for_reviewsdurationdirector_facebook_likesactor_3_facebook_likesactor_2_nameactor_1_facebook_likesgrossgenresactor_1_namemovie_titlenum_voted_userscast_total_facebook_likesactor_3_namefacenumber_in_posterplot_keywordsmovie_imdb_linknum_user_for_reviewslanguagecountrycontent_ratingbudgettitle_yearactor_2_facebook_likesimdb_scoreaspect_ratiomovie_facebook_likes
0ColorJames Cameron723.0178.00.0855.0Joel David Moore1000.0760505847.0Action|Adventure|Fantasy|Sci-FiCCH PounderAvatar8862044834Wes Studi0.0avatar|future|marine|native|paraplegichttp://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_13054.0EnglishUSAPG-13237000000.02009.0936.07.91.7833000
1ColorGore Verbinski302.0169.0563.01000.0Orlando Bloom40000.0309404152.0Action|Adventure|FantasyJohnny DeppPirates of the Caribbean: At World's End47122048350Jack Davenport0.0goddess|marriage ceremony|marriage proposal|pirate|singaporehttp://www.imdb.com/title/tt0449088/?ref_=fn_tt_tt_11238.0EnglishUSAPG-13300000000.02007.05000.07.12.350
2ColorSam Mendes602.0148.00.0161.0Rory Kinnear11000.0200074175.0Action|Adventure|ThrillerChristoph WaltzSpectre27586811700Stephanie Sigman1.0bomb|espionage|sequel|spy|terroristhttp://www.imdb.com/title/tt2379713/?ref_=fn_tt_tt_1994.0EnglishUKPG-13245000000.02015.0393.06.82.3585000
3ColorChristopher Nolan813.0164.022000.023000.0Christian Bale27000.0448130642.0Action|ThrillerTom HardyThe Dark Knight Rises1144337106759Joseph Gordon-Levitt0.0deception|imprisonment|lawlessness|police officer|terrorist plothttp://www.imdb.com/title/tt1345836/?ref_=fn_tt_tt_12701.0EnglishUSAPG-13250000000.02012.023000.08.52.35164000
4NaNDoug WalkerNaNNaN131.0NaNRob Walker131.0NaNDocumentaryDoug WalkerStar Wars: Episode VII - The Force Awakens8143NaN0.0NaNhttp://www.imdb.com/title/tt5289954/?ref_=fn_tt_tt_1NaNNaNNaNNaNNaNNaN12.07.1NaN0
5ColorAndrew Stanton462.0132.0475.0530.0Samantha Morton640.073058679.0Action|Adventure|Sci-FiDaryl SabaraJohn Carter2122041873Polly Walker1.0alien|american civil war|male nipple|mars|princesshttp://www.imdb.com/title/tt0401729/?ref_=fn_tt_tt_1738.0EnglishUSAPG-13263700000.02012.0632.06.62.3524000
6ColorSam Raimi392.0156.00.04000.0James Franco24000.0336530303.0Action|Adventure|RomanceJ.K. SimmonsSpider-Man 338305646055Kirsten Dunst0.0sandman|spider man|symbiote|venom|villainhttp://www.imdb.com/title/tt0413300/?ref_=fn_tt_tt_11902.0EnglishUSAPG-13258000000.02007.011000.06.22.350
7ColorNathan Greno324.0100.015.0284.0Donna Murphy799.0200807262.0Adventure|Animation|Comedy|Family|Fantasy|Musical|RomanceBrad GarrettTangled2948102036M.C. Gainey1.017th century|based on fairy tale|disney|flower|towerhttp://www.imdb.com/title/tt0398286/?ref_=fn_tt_tt_1387.0EnglishUSAPG260000000.02010.0553.07.81.8529000
8ColorJoss Whedon635.0141.00.019000.0Robert Downey Jr.26000.0458991599.0Action|Adventure|Sci-FiChris HemsworthAvengers: Age of Ultron46266992000Scarlett Johansson4.0artificial intelligence|based on comic book|captain america|marvel cinematic universe|superherohttp://www.imdb.com/title/tt2395427/?ref_=fn_tt_tt_11117.0EnglishUSAPG-13250000000.02015.021000.07.52.35118000
9ColorDavid Yates375.0153.0282.010000.0Daniel Radcliffe25000.0301956980.0Adventure|Family|Fantasy|MysteryAlan RickmanHarry Potter and the Half-Blood Prince32179558753Rupert Grint3.0blood|book|love|potion|professorhttp://www.imdb.com/title/tt0417741/?ref_=fn_tt_tt_1973.0EnglishUKPG250000000.02009.011000.07.52.3510000

Last rows

colordirector_namenum_critic_for_reviewsdurationdirector_facebook_likesactor_3_facebook_likesactor_2_nameactor_1_facebook_likesgrossgenresactor_1_namemovie_titlenum_voted_userscast_total_facebook_likesactor_3_namefacenumber_in_posterplot_keywordsmovie_imdb_linknum_user_for_reviewslanguagecountrycontent_ratingbudgettitle_yearactor_2_facebook_likesimdb_scoreaspect_ratiomovie_facebook_likes
5033ColorShane Carruth143.077.0291.08.0David Sullivan291.0424760.0Drama|Sci-Fi|ThrillerShane CarruthPrimer72639368Casey Gooden0.0changing the future|independent film|invention|nonlinear timeline|time travelhttp://www.imdb.com/title/tt0390384/?ref_=fn_tt_tt_1371.0EnglishUSAPG-137000.02004.045.07.01.8519000
5034ColorNeill Dela Llana35.080.00.00.0Edgar Tancangco0.070071.0ThrillerIan GamazonCavite5890Quynn Ton0.0jihad|mindanao|philippines|security guard|squatterhttp://www.imdb.com/title/tt0428303/?ref_=fn_tt_tt_135.0EnglishPhilippinesNot Rated7000.02005.00.06.3NaN74
5035ColorRobert Rodriguez56.081.00.06.0Peter Marquardt121.02040920.0Action|Crime|Drama|Romance|ThrillerCarlos GallardoEl Mariachi52055147Consuelo Gómez0.0assassin|death|guitar|gun|mariachihttp://www.imdb.com/title/tt0104815/?ref_=fn_tt_tt_1130.0SpanishUSAR7000.01992.020.06.91.370
5036ColorAnthony ValloneNaN84.02.02.0John Considine45.0NaNCrime|DramaRichard JewellThe Mongol King3693Sara Stepnicka0.0jewell|mongol|nostradamus|stepnicka|vallonehttp://www.imdb.com/title/tt0430371/?ref_=fn_tt_tt_11.0EnglishUSAPG-133250.02005.044.07.8NaN4
5037ColorEdward Burns14.095.00.0133.0Caitlin FitzGerald296.04584.0Comedy|DramaKerry BishéNewlyweds1338690Daniella Pineda1.0written and directed by cast memberhttp://www.imdb.com/title/tt1880418/?ref_=fn_tt_tt_114.0EnglishUSANot Rated9000.02011.0205.06.4NaN413
5038ColorScott Smith1.087.02.0318.0Daphne Zuniga637.0NaNComedy|DramaEric MabiusSigned Sealed Delivered6292283Crystal Lowe2.0fraud|postal worker|prison|theft|trialhttp://www.imdb.com/title/tt3000844/?ref_=fn_tt_tt_16.0EnglishCanadaNaNNaN2013.0470.07.7NaN84
5039ColorNaN43.043.0NaN319.0Valorie Curry841.0NaNCrime|Drama|Mystery|ThrillerNatalie ZeaThe Following738391753Sam Underwood1.0cult|fbi|hideout|prison escape|serial killerhttp://www.imdb.com/title/tt2071645/?ref_=fn_tt_tt_1359.0EnglishUSATV-14NaNNaN593.07.516.0032000
5040ColorBenjamin Roberds13.076.00.00.0Maxwell Moody0.0NaNDrama|Horror|ThrillerEva BoehnkeA Plague So Pleasant380David Chandler0.0NaNhttp://www.imdb.com/title/tt2107644/?ref_=fn_tt_tt_13.0EnglishUSANaN1400.02013.00.06.3NaN16
5041ColorDaniel Hsia14.0100.00.0489.0Daniel Henney946.010443.0Comedy|Drama|RomanceAlan RuckShanghai Calling12552386Eliza Coupe5.0NaNhttp://www.imdb.com/title/tt2070597/?ref_=fn_tt_tt_19.0EnglishUSAPG-13NaN2012.0719.06.32.35660
5042ColorJon Gunn43.090.016.016.0Brian Herzlinger86.085222.0DocumentaryJohn AugustMy Date with Drew4285163Jon Gunn0.0actress name in title|crush|date|four word title|video camerahttp://www.imdb.com/title/tt0378407/?ref_=fn_tt_tt_184.0EnglishUSAPG1100.02004.023.06.61.85456

Duplicate rows

Most frequent

colordirector_namenum_critic_for_reviewsdurationdirector_facebook_likesactor_3_facebook_likesactor_2_nameactor_1_facebook_likesgrossgenresactor_1_namemovie_titlenum_voted_userscast_total_facebook_likesactor_3_namefacenumber_in_posterplot_keywordsmovie_imdb_linknum_user_for_reviewslanguagecountrycontent_ratingbudgettitle_yearactor_2_facebook_likesimdb_scoreaspect_ratiomovie_facebook_likescount
0Black and WhiteYimou Zhang283.080.0611.0576.0Tony Chiu Wai Leung5000.084961.0Action|Adventure|HistoryJet LiHero1494146229Maggie Cheung4.0china|flying|king|palace|swordhttp://www.imdb.com/title/tt0299977/?ref_=fn_tt_tt_1841.0MandarinChinaPG-1331000000.02002.0643.07.92.3502
1ColorAlbert Hughes208.0122.0117.0140.0Jason Flemyng40000.031598308.0Horror|Mystery|ThrillerJohnny DeppFrom Hell12476541636Ian Richardson1.0freemason|jack the ripper|opium|prostitute|victorian erahttp://www.imdb.com/title/tt0120681/?ref_=fn_tt_tt_1541.0EnglishUSAR35000000.02001.01000.06.82.3502
2ColorAngelina Jolie Pitt322.0137.011000.0465.0Jack O'Connell769.0115603980.0Biography|Drama|Sport|WarFinn WittrockUnbroken1035892938Alex Russell0.0emaciation|male nudity|plane crash|prisoner of war|torturehttp://www.imdb.com/title/tt1809398/?ref_=fn_tt_tt_1351.0EnglishUSAPG-1365000000.02014.0698.07.22.35350002
3ColorBill Condon322.0115.0386.012000.0Kristen Stewart21000.0292298923.0Adventure|Drama|Fantasy|RomanceRobert PattinsonThe Twilight Saga: Breaking Dawn - Part 218539459177Taylor Lautner3.0battle|friend|super strength|vampire|visionhttp://www.imdb.com/title/tt1673434/?ref_=fn_tt_tt_1329.0EnglishUSAPG-13120000000.02012.017000.05.52.35650002
4ColorBrett Ratner245.0101.0420.0467.0Rufus Sewell12000.072660029.0Action|AdventureDwayne JohnsonHercules11568716235Ingrid Bolsø Berdal0.0army|greek mythology|hercules|king|mercenaryhttp://www.imdb.com/title/tt1267297/?ref_=fn_tt_tt_1269.0EnglishUSAPG-13100000000.02014.03000.06.02.35210002
5ColorBruce McCulloch52.085.054.0455.0Megan Mullally985.013973532.0Comedy|CrimeMartin StarrStealing Harvard112113065Chris Penn1.0black humor|crying during sex|harvard|humor|man with glasseshttp://www.imdb.com/title/tt0265808/?ref_=fn_tt_tt_192.0EnglishUSAPG-1325000000.02002.0637.05.11.852152
6ColorDanny Boyle393.0101.00.0888.0Spencer Wilding3000.02319187.0Crime|Drama|Mystery|ThrillerRosario DawsonTrance926405056Tuppence Middleton0.0amnesia|criminal|heist|hypnotherapy|lost paintinghttp://www.imdb.com/title/tt1924429/?ref_=fn_tt_tt_1212.0EnglishUKR20000000.02013.01000.07.02.35230002
7ColorDavid Yates248.0110.0282.0103.0Alexander Skarsgård11000.0124051759.0Action|Adventure|Drama|RomanceChristoph WaltzThe Legend of Tarzan4237221175Casper Crump2.0africa|capture|jungle|male objectification|tarzanhttp://www.imdb.com/title/tt0918940/?ref_=fn_tt_tt_1239.0EnglishUSAPG-13180000000.02016.010000.06.62.35290002
8ColorFrank Oz168.087.00.0548.0Ewen Bremner22000.08579684.0ComedyPeter DinklageDeath at a Funeral8954724324Kris Marshall0.0end credits roll call|four word title|funeral|secret|unclehttp://www.imdb.com/title/tt0795368/?ref_=fn_tt_tt_1199.0EnglishUSAR9000000.02007.0557.07.41.8502
9ColorGuy Ritchie151.0104.00.01000.0Brad Pitt26000.030093107.0Comedy|CrimeJason StathamSnatch60099639175Jason Flemyng6.0boxer|boxing|diamond|fight|gypsyhttp://www.imdb.com/title/tt0208092/?ref_=fn_tt_tt_1726.0EnglishUKR6000000.02000.011000.08.31.85270002